It does the investigation part of incident response before an engineer has to. Not the "here's a dashboard with more data" kind. The actual investigation. Correlating logs, checking events, looking at resource states, figuring out what changed. The thing that matters most to me: when the on-call engineer gets paged at 3 AM, the root cause analysis is already there. They're not starting from scratch, half-asleep, clicking through four different tools trying to reconstruct what happened. The investigation happened in under two minutes. The engineer's job becomes verifying and acting, not hunting. It sits on top of the monitoring we already have. Prometheus, Datadog, CloudWatch. It doesn't replace anything or ask you to rip out what works. An alert fires, OpsWorker picks it up, investigates, and drops the result in Slack. The integration was the least interesting part of the setup, which is exactly how it should be. The part I genuinely didn't expect: it surfaces correlations I would have eventually found manually, but would have taken me 30-40 minutes to piece together. Same information, different speed. That changes how on-call feels.